Developing Analytics Solutions with the Data & AI Global Practice

Can a machine learning product be trusted?

Author: Michele Usuelli, Lead Data Scientist, Microsoft Enterprise Services The data scientist...

Author: Michele Usuelli Date: 11/13/2018

How to deliver a data science project

Author: Michele Usuelli, Lead Data Scientist, Microsoft Enterprise Services What is a data science...

Author: Michele Usuelli Date: 09/04/2018

Measuring Model Goodness - Part 2

Author: Dr. Ajay Thampi, Lead Data Scientist Measurability is an important aspect of the Team Data...

Author: Ajay Thampi Date: 09/04/2018

Measuring Model Goodness - Part 1

Author: Dr. Ajay Thampi, Lead Data Scientist Data and AI are transforming businesses worldwide from...

Author: Ajay Thampi Date: 08/22/2018

Demystifying decision forests

By Michele Usuelli, Lead Data Scientist  This article doesn't require a data science background, but...

Author: Michele Usuelli Date: 08/11/2017

What is the role of a data scientist?

By Michele Usuelli, Lead Data Scientist Data Science has been around for decades, but it recently...

Author: Michele Usuelli Date: 02/23/2017

Scaling up Scikit-Learns Random Projection using Apache Spark

By Sashi Dareddy, Lead Data Scientist What is Random Projection (RP)? Random Projection is a...

Author: Yaswant.v Date: 02/16/2017

Scaling a recommender system across large data volumes

By Michele Usuelli, Data Scientist Consultant Building a recommendation engine in presence of large...

Author: Yaswant.v Date: 08/08/2016

Analysing data in SQL Server 16, combining R and SQL

By Michele Usuelli, Data Scientist Consultant Overview R is the most popular programming language...

Author: Yaswant.v Date: 08/01/2016

Validating a model in R Services using the k-fold

By Michele Usuelli, Data Scientist Consultant Why k-fold Predictive modelling consists in predicting...

Author: Michele Usuelli Date: 07/08/2016

Using R Services in SQL Server 2016 Release Candidate 2 (RC2)

Author: Benjamin Wright-Jones Contributors: Sander Timmer, Derek Norton Reviewers: Anderson Chan The...

Author: Yaswant.v Date: 05/11/2016

Evaluating Machine Learning models when dealing with imbalanced classes

Sander Timmer, PhD In real-world Machine Learning scenarios, especially those driven by IoT that are...

Author: brimit Date: 02/29/2016

PowerShell Script To Invoke ML Scoring Part I

By Earle Sinnatamby, Consultant Objective The purpose of this blog post is to provide PowerShell...

Author: Yaswant.v Date: 02/09/2016

Why Public Cloud beats Private Cloud for Analytics: A Data Warrior’s Perspective

By Bill Eldredge, Associate Architect As the former head of the Big Data Management and Governance...

Author: brimit Date: 01/14/2016

Hacking Web Service Parameters for R Modules in Azure Machine Learning

By Bob Savard, Senior Consultant Purpose The purpose of this blog post is to use a particular...

Author: brimit Date: 01/14/2016

Basket analysis with SQL Data Warehouse

Stefan Cronjaeger, Technical Solution ProfessionalMichael Hlobil, Architect, Data Insights Global...

Author: Yaswant.v Date: 01/12/2016

Event Hubs / Stream Analytics / AzureML / PowerBI End-to-End demo – Part III (Enhancement and Visualization)

By Alexander Turetsky, Solution Architect This is the final part of a series of blog posts...

Author: Yaswant.v Date: 01/07/2016

Using Azure Machine Learning Notebooks for Quality Control of Automated Predictive Pipelines

By Sander Timmer, PhD, Data Scientist When building an automated predictive pipeline to have...

Author: brimit Date: 01/05/2016

Accessing a Visual Generated from R Code in AzureML

By Philip Reilly, Solution Architect One of the reasons that the R language is so popular is its...

Author: brimit Date: 12/15/2015

Analytics Centre of Excellence – What’s the value?

Benjamin Wright-Jones, Solutions ArchitectContributors: Simon Lidberg, Michal Hlobil, Ken Collins,...

Author: brimit Date: 12/10/2015

Scaling your Data Warehouse up for load and down for query

By Charles Feddersen, Solution Architect Introduction: Azure SQL Data Warehouse provides a Massive...

Author: brimit Date: 11/10/2015

Event Hubs / Stream Analytics / AzureML / PowerBI End-to-End demo – Part II (Real-time Prediction)

By Alexander Turetsky, Solution Architect In the previous post about a real-time prediction demo...

Author: Yaswant.v Date: 10/29/2015

End-to-End Data Processing using Azure Data Factory (Overview)

By Rakesh Davanum, Senior Consultant Overview This blog post is intended to give an overview of...

Author: brimit Date: 10/23/2015

Slicing and Dicing: Configuring External Data Input to Azure Data Factory

By Stephen Lewontin, Solution Architect One of the most common Azure Data Factory Scenarios is to...

Author: brimit Date: 10/19/2015

Analytics Platform System Whitepapers

By Brian Mitchell, Business Program Manager The Data Insights Global Practice published several...

Author: brimit Date: 10/08/2015

Azure Key Vault and AzureML

By Philip Reilly, Solution Architect During the development of an application it is common to need...

Author: brimit Date: 09/25/2015

Protecting Sensitive Data with Azure Key Vault

By Stephen Lewontin, Solution Architect In this week's post I'm going to look at a recently...

Author: brimit Date: 09/24/2015

Event Hubs / Stream Analytics / AzureML / PowerBI End-to-End demo – Part I (Data Ingestion and Preparation)

By Alexander Turetsky, Solution Architect For one of the engagements I was working on I've created a...

Author: Yaswant.v Date: 09/16/2015

Data Insights Global Practice – Blog Kick-off

Today we’re kicking off a new Blog intended to provide technical and architectural guidance...

Author: brimit Date: 09/14/2015